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MICAI
2010
Springer
13 years 6 months ago
Combining Neural Networks Based on Dempster-Shafer Theory for Classifying Data with Imperfect Labels
This paper addresses the supervised learning in which the class membership of training data are subject to uncertainty. This problem is tackled in the framework of the Dempster-Sha...
Mahdi Tabassian, Reza Ghaderi, Reza Ebrahimpour
ER
2006
Springer
112views Database» more  ER 2006»
13 years 11 months ago
A DAG Comparison Algorithm and Its Application to Temporal Data Warehousing
Abstract. We present a new technique for discovering and representing structural changes between two versions of a directed acyclic graph (DAG). Motivated by the necessity of chang...
Johann Eder, Karl Wiggisser
PAAMS
2010
Springer
13 years 5 months ago
Agents to Help Context-Aware System in Home Care
Context-aware systems capture information from the attributes located within their surroundings and deal with different ways of interacting with the user in its environment. This p...
Juan A. Fraile, Dante I. Tapia, Jesús A. Ro...
IJON
2006
95views more  IJON 2006»
13 years 8 months ago
Generalized relevance LVQ (GRLVQ) with correlation measures for gene expression analysis
A correlation-based similarity measure is derived for generalized relevance learning vector quantization (GRLVQ). The resulting GRLVQ-C classifier makes Pearson correlation availa...
Marc Strickert, Udo Seiffert, Nese Sreenivasulu, W...
AVBPA
2003
Springer
184views Biometrics» more  AVBPA 2003»
14 years 1 months ago
Biometric Template Selection: A Case Study in Fingerprints
Abstract. A biometric authentication system operates by acquiring biometric data from a user and comparing it against the template data stored in a database in order to identify a ...
Anil K. Jain, Umut Uludag, Arun Ross